{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a2f0cbd4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Import libraries\n",
    "import sys, os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import string \n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import font_manager, rc, patches\n",
    "import matplotlib\n",
    "from collections import Counter\n",
    "import seaborn as sns\n",
    "import geopandas as gpd\n",
    "import re\n",
    "import math\n",
    "rc('font', family='Arial')\n",
    "plt.rcParams['axes.unicode_minus']=False\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings(action='ignore')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e56b7c76",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 16 Provinces\n",
    "provinces = ['GW', 'GG', 'SU', 'IC', 'CB', 'CN', 'DJ', 'GB', 'GN', 'DG', 'US', 'BS', 'JB', 'JN', 'GJ', 'JJ']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ec461573",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Import scEDI\n",
    "scEDI = pd.read_csv('./scEDI.csv', index_col=0)\n",
    "scEDI.index = pd.to_datetime(scEDI.index)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cc699ec5",
   "metadata": {},
   "source": [
    "## Figure 1 a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "5479a1af",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1900x520 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib.collections import PatchCollection\n",
    "from matplotlib.ticker import MultipleLocator, IndexLocator, FuncFormatter\n",
    "from matplotlib.dates import MonthLocator, DateFormatter\n",
    "\n",
    "plt.rc('font', size=18, family='Arial')\n",
    "fig, ax = plt.subplots(figsize=(19, 5.2))\n",
    "# Set color map\n",
    "cmap = plt.cm.PRGn\n",
    "\n",
    "# Study period\n",
    "wanted = pd.date_range('2020-01-01', '2023-05-31')\n",
    "\n",
    "scEDI = scEDI.T\n",
    "mask = scEDI.isnull()\n",
    "\n",
    "N = 16 # Number of Province\n",
    "M = 41 # Number of Month\n",
    "s = (scEDI > 0) # scEDI\n",
    "\n",
    "R = np.array((abs(scEDI)/abs(scEDI).max().max()/2)[::-1]) # Circle size\n",
    "\n",
    "# Add circles\n",
    "x, y = np.meshgrid(np.arange(M), np.arange(N))\n",
    "circles = [plt.Circle((j, i), radius=0.5) for r, j, i in zip(R.flat[::-1], x.flat, y.flat[::-1])]\n",
    "norm = plt.Normalize(-2.3, 2.3)\n",
    "col = PatchCollection(circles, array=np.array(scEDI).flat, cmap='PRGn', alpha=1, norm=norm)\n",
    "ax.add_collection(col)\n",
    "\n",
    "# Ticker setting\n",
    "ax.set(xticks=np.arange(0, M+1), yticks=np.arange(N), xlim=(-0.5, M-0.5), ylim=(-0.5, 15.5))\n",
    "ax.set_xticks(np.arange(0, M+1)-0.5, minor=True)\n",
    "ax.set_yticks(np.arange(N+1)-0.5, minor=True)\n",
    "ax.grid(which='minor')\n",
    "ax.tick_params(which='major')\n",
    "ax.tick_params(which='minor', length=5, width=0, direction='in')\n",
    "ax.xaxis.set_major_locator(MultipleLocator(6))\n",
    "ax.set_yticklabels(scEDI.index[::-1], fontsize=18, rotation=0)\n",
    "ax.set_xticklabels(['','Jan 2020', 'Jul 2020', 'Jan 2021', 'Jul 2021', 'Jan 2022', 'Jul 2022', 'Jan 2023'])\n",
    "ax.spines[['right', 'left', 'top', 'bottom']].set_visible(False)\n",
    "\n",
    "# Colorbar setting\n",
    "cbar = plt.colorbar(col, anchor=(-0.3, 0.0),drawedges=False)\n",
    "cbar.set_label('scEDI', rotation=-90, labelpad=15)\n",
    "cbar.set_ticks([-2.0, -1.5, -1, -0.5, 0, 0.5, 1, 1.5, 2])\n",
    "cbar.outline.set_linewidth(0)\n",
    "\n",
    "# Define national drought (I) and regional drought (II)\n",
    "plt.figtext(s='(I)', x=0.555, y=0.9, fontdict={'fontsize':25, 'fontweight':'semibold'})\n",
    "plt.figtext(s='(II)', x=0.690, y=0.9, fontdict={'fontsize':25, 'fontweight':'semibold'})\n",
    "rect2 = patches.Rectangle((27.5, -0.4), 2, 15.8, edgecolor='k', linewidth=5, facecolor='none', zorder=3)\n",
    "ax.add_patch(rect2)\n",
    "rect3 = patches.Rectangle((36.5, -0.4), 2, 15.8, edgecolor='k', linewidth=5, facecolor='none', zorder=3)\n",
    "ax.add_patch(rect3)\n",
    "\n",
    "\n",
    "\n",
    "# Title\n",
    "ax.set_title('scEDI', fontsize=30)\n",
    "\n",
    "# Save image\n",
    "plt.savefig('./Figure1a.png', dpi=400, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "391971fd",
   "metadata": {},
   "source": [
    "## Figure 1 b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5c07c466",
   "metadata": {},
   "outputs": [],
   "source": [
    "kr_map = gpd.read_file('D:/Research/Naver/Final/Data/scEDI_map.shp', encoding='cp949')\n",
    "kr_map['scEDI_ND'] = kr_map['scEDI_ND'].astype('float64')\n",
    "kr_map['scEDI_RD'] = kr_map['scEDI_RD'].astype('float64')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1dbac4db",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 500x1500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rc('font', size=13)\n",
    "fig, ax = plt.subplots(figsize=(5, 15))\n",
    "\n",
    "g = kr_map.plot('scEDI_ND', color='grey', edgecolor='black', linewidth=0.5,ax=ax,)\n",
    "g = kr_map.dropna().plot('scEDI_ND', cmap='PRGn', edgecolor='black', linewidth=0.5,ax=ax, vmin=-1.65, vmax=1.65)\n",
    "\n",
    "# Add colorbar\n",
    "fig = ax.get_figure()\n",
    "cax = fig.add_axes([0.7, 0.41, 0.025, 0.19])\n",
    "sm = plt.cm.ScalarMappable(cmap='PRGn', norm=plt.Normalize(vmin=-1.65, vmax=1.65))\n",
    "fig.colorbar(sm, cax=cax, ticks=[-1.5, -1, -0.5, 0, 0.5, 1, 1.5], extend='both')\n",
    "\n",
    "# Set frame\n",
    "ax.spines['top'].set_visible(False)\n",
    "ax.spines['right'].set_visible(False)\n",
    "ax.spines['bottom'].set_visible(False)\n",
    "ax.spines['left'].set_visible(False)\n",
    "ax.get_xaxis().set_ticks([])\n",
    "ax.get_yaxis().set_ticks([]);\n",
    "\n",
    "# Save image\n",
    "plt.savefig('./Figure1b.png', dpi=400, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b2a4c268",
   "metadata": {},
   "source": [
    "## Figure 1 c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "58761ff6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 500x1500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rc('font', size=13)\n",
    "fig, ax = plt.subplots(figsize=(5, 15))\n",
    "\n",
    "g = kr_map.plot('scEDI_RD', color='grey', edgecolor='black', linewidth=0.5,ax=ax,)\n",
    "g = kr_map.dropna().plot('scEDI_RD', cmap='PRGn', edgecolor='black', linewidth=0.5,ax=ax, vmin=-1.65, vmax=1.65)\n",
    "\n",
    "# Add colorbar\n",
    "fig = ax.get_figure()\n",
    "cax = fig.add_axes([0.7, 0.41, 0.025, 0.19])\n",
    "sm = plt.cm.ScalarMappable(cmap='PRGn', norm=plt.Normalize(vmin=-1.65, vmax=1.65))\n",
    "fig.colorbar(sm, cax=cax, ticks=[-1.5, -1, -0.5, 0, 0.5, 1, 1.5], extend='both')\n",
    "\n",
    "# Set frame\n",
    "ax.spines['top'].set_visible(False)\n",
    "ax.spines['right'].set_visible(False)\n",
    "ax.spines['bottom'].set_visible(False)\n",
    "ax.spines['left'].set_visible(False)\n",
    "ax.get_xaxis().set_ticks([])\n",
    "ax.get_yaxis().set_ticks([]);\n",
    "\n",
    "# Save image\n",
    "plt.savefig('./Figure1c.png', dpi=400, bbox_inches='tight')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "text",
   "language": "python",
   "name": "text"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
